Data-Driven Creator. Creative Product Mind. Team-Driven Leader.

I build and launch AI/LLM, ML, web, and mobile products at speed with collaborative teams.

View My Work

All Projects

Skillroute

Lightweight program to monitor job requirements and industry trends to keep you on top of skills that matter.

IYA Networking Tool

A platform for students in USC's Iovine and Young Academy to connect with peers for collaboration, advice, and resources.

Stringer - Software for News Rooms

Bias analytics, fact checking, style guide, and a social media video content creation tool.

Tymly

App that tells you how to spend your free time given your energy levels and short/long term goals.

USC Price Data Project

Centralizing research and publication resources for USC Faculty.

CEOgym

A central hub for learning about CEO news, best CEO practices, and case studies to sharpen your management skills.

ML Work

Yelp Hybrid Recommender System

Built a hybrid recommendation system combining content-based filtering with item–user collaborative filtering to predict personalized restaurant ratings. Achieved an RMSE of 0.92 and ranked top 10 in the program.

PythonScalaApache SparkCollaborative FilteringContent-Based

Song Success Predictor

Modeled a song’s projected streaming performance using audio and metadata attributes. Conducted bivariate analysis, built linear and stepwise regression models, and validated performance using training/testing splits. All statistical modeling was performed in SPSS.

SPSSLinear RegressionStepwise Regression Bivariate AnalysisPredictive Modeling